Use when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations.
Use when choosing or running JETLS tests after code changes. Prefer component-specific tests, avoid the full suite unless needed, and use TestRunner for focused iteration.
Use when adding or modifying JETLS tests. Covers test file and module structure, @testset organization, let blocks, withserver usage, and when subroutine tests are sufficient for language-server features.
Instructions for JuliaFEM/JuliaFEM.jl, covering 1. what this project is, 2. where things live, 3. current architecture (0.x), 3.1 dof specification and single field.
Instructions for JuliaBesties/BestieTemplate.jl, covering agents.md, architecture, development commands, testing via julia-mcp and adding a new addfeature(:feature).
Add BestieTemplate features (AGENTS.md, changelog, dependabot, pre-commit, lint workflow, testitem runner) to a Julia package with the bestie CLI — no Julia needed. Use when asked to add one of these files/setups to a package, or to see what BestieTemplate can add.
Instructions for CliMA/ClimaAtmos.jl: The authoritative agent brief for this repository is AGENTS.md at the repository root. Read it in full before suggesting code, reviewing a PR, or answering a question about this codebase, and follow it as if its contents were inlined here.
Instructions for CliMA/ClimaAtmos.jl, covering climaatmos agent guide, ecosystem guidelines, repo-specific guidelines, local norms and self-correction.
Instructions for CliMA/ClimaAtmos.jl, a project described as: GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning.
Fix CI failures and performance regressions for a Julia package PR by iterating - triage the latest CI results, fix one root cause, verify locally, push. Use when a PR's GitHub Actions or Buildkite CI is failing, or when CI jobs run slower than they do on the main branch. Verifies CPU and GPU compilation locally…
Use when setting up or developing a Julia based documentation site with DocumenterVitepress.jl. Also use when the user mentions DocumenterVitepress, VitePress for Julia docs, or wants to preview docs locally with hot reload.
Instructions for CliMA/SurfaceFluxes.jl, covering surfacefluxes.jl agent guide, ecosystem guidelines, before you act: agent autonomy, repo-specific guidelines and architecture.
Fix CI failures and performance regressions for a Julia package PR by iterating - triage the latest CI results, fix one root cause, verify locally, push. Use when a PR's GitHub Actions or Buildkite CI is failing, or when CI jobs run slower than they do on the main branch. Verifies CPU and GPU compilation locally…
Build, run, and drive the AgentREPL.jl MCP server. Use when asked to start AgentREPL, launch the Julia REPL MCP server, run its tests, eval Julia code through it, render a plot, or confirm a change works against the running server.
Instructions for samtalki/AgentREPL.jl, covering claude.md, project overview, build and test commands, run a specific test file directly and start the mcp server manually (for debugging).
MCP server "julia-repl" as configured in samtalki/AgentREPL.jl. Launched with julia --project=${CLAUDE_PLUGIN_ROOT}/.. ${CLAUDE_PLUGIN_ROOT}/../bin/julia-repl. Needs 2 environment variables to run.
6 2mo agoA
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originalApache-2.0
At most 3 mods per repository are shown here — the rest are on their repository pages: